| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | — | SMLIIGA-W | 18 | 18 | 2 | 20 | 1.111 | 0.4213 | 0.4213 | — | — |
| 2024-25 | Skellefteå AIK | SDHL | 32 | 13 | 11 | 24 | 0.750 | 0.8662 | 0.8045 | — | — |
| 2025-26 | Skellefteå AIK | SDHL | 35 | 10 | 13 | 23 | 0.657 | 0.7590 | 0.6758 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Maine | D1 | HEA-W | GR | 35 | 21 | 18 | 39 | 1.114 |
| 2022-23 | Maine | D1 | HEA-W | SR | 35 | 7 | 8 | 15 | 0.429 |
| 2021-22 | Maine | D1 | — | JR | 35 | 10 | 14 | 24 | 0.686 |
| 2020-21 | Maine | D1 | — | SO | 16 | 10 | 5 | 15 | 0.938 |
| 2019-20 | Maine | D1 | — | FR | 35 | 19 | 14 | 33 | 0.943 |
How to read this: NCAAe and D3e factors convert a player's junior PPG into expected NCAA scoring at the D1 or D3 level. Harder conferences → lower projected PPG for the same player. A strong junior player (e.g. USHL 0.90 PPG) will project much higher in NESCAC than Big Ten because the D3 scoring environment is lower-difficulty.
Strength factor: conferences above 1.0 are harder than average; below 1.0 are easier. The formula is: Base NCAAe PPG ÷ Conference Strength = Projected PPG.